Biomedical Optics Express · 2014 · 143 citations · 18 references
EngineeringBioengineeringBiomedical EngineeringBiomedical OpticsPhotonicsSpectroscopyBlood Glucose MonitoringInfrared SpectroscopyLaser SpectroscopyOptical BiosensorsOptical SensingOptical SpectroscopyGlucose BiosensingGlucose ConcentrationGlucose MonitoringGlucose SensingGlucose SensorsHollow-core FibersPartial Least Squares RegressionPrediction
Mid-infrared quantum cascade laser spectroscopy is used to noninvasively predict blood glucose concentrations of three healthy human subjects in vivo. We utilize a hollow-core fiber based optical setup for light delivery and collection along with a broadly tunable quantum cascade laser to obtain spectra from human subjects and use standard chemo-metric techniques (namely partial least squares regression) for prediction analysis. Throughout a glucose concentration range of 80-160 mg/dL, we achieve clinically accurate predictions 84% of the time, on average. This work opens a new path to a noninvasive in vivo glucose sensor that would benefit the lives of hundreds of millions of diabetics worldwide.
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Evaluating Clinical Accuracy of Systems for Self-Monitoring of Blood Glucose
William L. Clarke, Daniel J. Cox, Linda Gonder‐Frederick et al. · Diabetes Care · 1987 · 1.4K citations
Medicine, Endocrinology, Biosensors +16